Combination of data-driven models and best subset regression for predicting the standardized precipitation index (SPI) at the Upper Godavari Basin in India

• Main Authors: Pande C.B., Costache R., Sammen S.S., Noor R., Elbeltagi A.
• Other Authors: 57193547008
• Format: Article
• Published: Springer 2024
• Subjects: Godavari Basin; India; climate modeling; climate prediction; drought; machine learning; regression analysis
• Institution: Universiti Tenaga Nasional

Standardized precipitation index prediction and monitoring are essential to mitigating the effect of drought actions on precision farming, environments, climate-smart agriculture, and the water cycle. In this study, four data-driven models, additive regression, random subspace, M5Pruned (M5P), and b...